Train Locally, Learn Together: Distributed Multi-Agent Training via ADMM

Yiwei Chen, Changsheng Wang, Yicheng Lang +3

Multi-agent systems (MAS) can outperform individual language-model agents by combining specialized roles, diverse reasoning processes, and collaborative decision-making. However, c…